Learn about Siya’s adaptive multi-agent system and specialized capabilities
Intelligent Multi-Agent Orchestration
Siya employs a sophisticated multi-agent architecture that adapts based on your chosen execution mode. At the core is the main Siya agent, which either directly handles tasks using tools and sub-agents (Chat Mode) or orchestrates specialized agent modules (Task Mode).
The central intelligence that coordinates all operations and makes high-level decisions
Primary Responsibilities
1
Request Analysis
Understands user intent and determines the best approach
2
Resource Allocation
Decides which tools or sub-agents to employ
3
Coordination
Manages communication between different components
4
Quality Assurance
Ensures outputs meet requirements and standards
Decision Making Process
Capabilities Matrix
Software Engineering Specialist
Your dedicated software development partner with deep technical expertise
Core Competencies
Architecture design
Code generation
Testing & debugging
Performance optimization
Security analysis
Documentation
Unique Features
MCP server access
Build system integration
Multi-language support
Git operations
CI/CD pipeline setup
Code review capabilities
Technical Capabilities
Languages
Frameworks
Tools
Frontend
JavaScript/TypeScript
React/Vue/Angular
HTML/CSS
WebAssembly
Backend
Python
Node.js
Java/Kotlin
Go
Rust
C/C++
Specialized
SQL/NoSQL
GraphQL
Shell scripting
Configuration files
Docker/K8s
Comprehensive knowledge of modern frameworks:
Web: Express, Django, Spring Boot, FastAPI
Mobile: React Native, Flutter, SwiftUI
Data: Pandas, NumPy, TensorFlow, PyTorch
Testing: Jest, Pytest, JUnit, Selenium
DevOps: Terraform, Ansible, GitHub Actions
1
Development
VSCode, IntelliJ, Vim configurations
2
Version Control
Git, GitHub, GitLab, Bitbucket
3
Build Systems
Webpack, Gradle, Maven, Make
4
Containers
Docker, Kubernetes, Helm
MCP Integration
The SWE Agent has exclusive access to MCP servers in Task Mode, enabling powerful integrations
Database Access
PostgreSQL operations
MongoDB queries
Redis caching
Elasticsearch indexing
External Services
API integrations
Cloud services
Third-party tools
Custom protocols
Workflow Examples
Research & Intelligence Specialist
Advanced research capabilities with multi-source synthesis and fact verification
Multi-Source Research
Searches across web, databases, and documentation simultaneously
Information Synthesis
Combines findings from multiple sources into coherent insights
Fact Verification
Cross-references information for accuracy and reliability
Citation Management
Provides proper sources and references for all findings
Research Capabilities
Technical Research
API documentation
Library comparisons
Best practices
Performance benchmarks
Security advisories
Version compatibility
General Research
Market analysis
Competitive intelligence
Trend identification
Statistical data
Academic papers
Industry reports
Search Strategies
Breadth-First
Depth-First
Iterative
Wide Coverage
Explores multiple sources quickly for comprehensive overview
Best for:
Initial exploration
Trend analysis
Comparative studies
Market research
Deep Dive
Focuses intensely on specific sources for detailed information
Best for:
Technical specifications
Academic research
Root cause analysis
Expert knowledge
Refined Search
Progressively narrows focus based on initial findings
Best for:
Complex topics
Evolving requirements
Precision needs
Quality over quantity
Output Formats
Reports
Executive summaries
Detailed analyses
Comparison tables
Recommendation lists
Data
Structured datasets
Statistical summaries
Trend graphs
Raw findings
References
Annotated bibliographies
Source rankings
Citation formats
Reading lists
Web Automation Expert
Visual AI that interacts with websites like a human, handling complex web workflows
The Browser Agent uses computer vision to interact with web pages, making it capable of handling dynamic content and visual challenges that traditional automation tools cannot.
Core Capabilities
Visual Understanding
Page layout analysis
Button/link recognition
Form field detection
Dynamic content tracking
Image/text extraction
Color/style awareness
Interaction Skills
Click precision
Text input
Dropdown navigation
File uploads
Drag and drop
Scroll control
Advanced Features
1
Multi-Step Workflows
Handles complex sequences like checkout processes, form wizards, and multi-page operations
2
Adaptive Navigation
Adjusts to different site layouts and unexpected changes
3
Session Management
Maintains cookies, authentication, and state across interactions
4
Error Recovery
Handles popups, loading delays, and unexpected interface changes
Use Case Examples
E-Commerce
Data Extraction
Form Automation
Product searches
Price comparisons
Inventory checks
Order placement
Tracking updates
Scraping Capabilities
Table data extraction
Pagination handling
Dynamic content capture
Image downloading
PDF generation
1
Application Forms
Job applications, registrations, surveys
2
Data Entry
Bulk form filling from spreadsheets
3
Verification
CAPTCHA handling, email confirmation
Technical Architecture
Browser Agent uses headless browser with computer vision for intelligent interaction
The Browser Agent maintains its own browser context, separate from your system browser, ensuring privacy and isolation.
Workflow Automation Specialist
Creates and manages automated workflows, scheduled tasks, and system integrations
Scheduling Power
Cron-like scheduling
One-time delays
Recurring patterns
Business hours aware
Timezone handling
Holiday calendars
Workflow Creation
Multi-step processes
Conditional logic
Error handling
Parallel execution
State management
Result aggregation
Scheduling Patterns
Copy
"Every day at 9 AM""Weekly on Mondays""First Friday of month""Every 2 hours""Weekdays at 5 PM"
Siya’s agent system provides specialized expertise for every task. Understanding each agent’s strengths and how they work together unlocks incredible productivity gains. Start with automatic selection and gradually learn to orchestrate agents for maximum efficiency.